Route Recommendation on Proprietary Route Recommendation Dataset (offline)
71.56HR@1SCASRec
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SCASRectraining_paradigm=supervised learning2026.02 | 71.56 | 87.78 | 89.92 | 95.19 | 96.98 | 82.84 | 91.48 | 92.54 | 94.52 | 94.96 | 0.59 | |
| PRM2026.02 | 70.38 | 84.38 | 90.26 | 93.61 | 95.49 | 82.76 | 89.55 | 92.26 | 93.47 | 94.15 | 0.548 | |
| SCASRec+RLtraining_paradigm=reinforcement learning2026.02 | 68.57 | 82.83 | 88.74 | 92.07 | 94.17 | 82.06 | 88.6 | 91.17 | 92.58 | 93.42 | 0.536 | |
| NAR4Rec2026.02 | 67.37 | 72.08 | 75.48 | 78.66 | 81.96 | 81.31 | 83.86 | 85.93 | 87.81 | 89.36 | 0.291 | |
| Seq2Slate2026.02 | 63.35 | 79.67 | 87.09 | 91.01 | 93.55 | 79.35 | 87.73 | 90.96 | 92.56 | 93.58 | 0.49 | |
| DNN2026.02 | 62.62 | 78.91 | 86.28 | 90.45 | 93.05 | 78.52 | 86.56 | 90.04 | 91.89 | 92.99 | 0.475 | |
| MMR2026.02 | 62.53 | 79.09 | 86.41 | 90.48 | 93.14 | 78.51 | 86.68 | 90.17 | 91.96 | 93.06 | 0.478 | |
| DPP2026.02 | 60.55 | 77.74 | 85.67 | 90.1 | 92.76 | 77.49 | 86.8 | 90.34 | 92.11 | 93.15 | 0.452 |